In the thriving direct selling ecosystem of India, fostering strong teamwork is paramount for sustainable growth and collective success. The matrix compensation plan, with its structured framework, inherently encourages collaboration and mutual support within downline networks. To fully leverage this potential and optimize operations, Indian ML